18 citations · 27 across the 4 of their papers we have counts for
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stat.ME2017★ 2 cited
Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure
Rémi Stroh, Julien Bect, Séverine Demeyer +2
A multi-fidelity simulator is a numerical model, in which one of the inputs controls a trade-off between the realism and the computational cost of the simulation. Our goal is to es…
stat.CO2017★ 3 cited
Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator
Rémi Stroh, Séverine Demeyer, Nicolas Fischer +2
In this article, we consider a stochastic numerical simulator to assess the impact of some factors on a phenomenon. The simulator is seen as a black box with inputs and outputs. Th…